Optimized chest X-ray image semantic segmentation networks for COVID-19 early detection.

Journal: Journal of X-ray science and technology
Published Date:

Abstract

BACKGROUND: Although detection of COVID-19 from chest X-ray radiography (CXR) images is faster than PCR sputum testing, the accuracy of detecting COVID-19 from CXR images is lacking in the existing deep learning models.

Authors

  • Anandbabu Gopatoti
    Department of Electronics and Communication Engineering, Hindusthan College of Engineering and Technology, Coimbatore, Tamil Nadu, India.
  • P Vijayalakshmi
    Department of Electronics and Communication Engineering, Hindusthan College of Engineering and Technology, Coimbatore, Tamil Nadu, India.